TY - JOUR
T1 - Sex & Startups
AU - Frankenreiter, Jens
AU - Gillis, Talia B.
AU - Talley, Eric L.
N1 - Publisher Copyright:
© 2025 Yale Journal on Regulation. All rights reserved.
PY - 2025/6
Y1 - 2025/6
N2 - Venture capital is widely perceived to have a gender problem. Both founders seeking capital and the investors themselves are overwhelmingly male, fomenting concerns about how—and how fairly—the VC sector distributes its economic gains. Although gender disparities in funding are well documented, we still know little about whether the governance of VC~ backed startups similarly manifests gender imbalances. This knowledge gap is critical, since VC investments influence cashflow and control rights, which can vary substantiallyfromdeal to deal. This study unveils a first-of-its-kind dataset that offers detailed insights into the governance of VC-backed startups. Our data contain granular information on both cashflow and control rights within startups over a span of nearly two decades. Most significantly, our data permit one to interrogate whether a founder's gender predicts distinct governance patterns in relation to their VC investors. Our analysis yields several intriguing findings. First, with the help of machine learning techniques, we uncoverpersistent, gender-specific patterns in the linguistic architecture of startup governance documents. Digging deeper into the substantive governance provisions themselves, we show that female founders encounter a mix of advantages and disadvantages. For instance, they tend to face relatively unfavorable conditions in dividend policies and board representation, but more favorable treatment in profit participation and veto rights. On balance, however, our analysis reveals no systematic pattern of gender disparities in either direction, a surprising result in the light of our linguistic findings, and one that confounds theoretical predictions about how gender bias plausibly affects firm governance. Ultimately, our analysis reveals a complicated landscape: While female founders encounter linguistically distinct governance structures, those differences do not appearsystematically to exacerbate the challenges women founders face at the initial funding stage. By the same token, startup governance also does not appear to counteract genderedfunding disparities, either.
AB - Venture capital is widely perceived to have a gender problem. Both founders seeking capital and the investors themselves are overwhelmingly male, fomenting concerns about how—and how fairly—the VC sector distributes its economic gains. Although gender disparities in funding are well documented, we still know little about whether the governance of VC~ backed startups similarly manifests gender imbalances. This knowledge gap is critical, since VC investments influence cashflow and control rights, which can vary substantiallyfromdeal to deal. This study unveils a first-of-its-kind dataset that offers detailed insights into the governance of VC-backed startups. Our data contain granular information on both cashflow and control rights within startups over a span of nearly two decades. Most significantly, our data permit one to interrogate whether a founder's gender predicts distinct governance patterns in relation to their VC investors. Our analysis yields several intriguing findings. First, with the help of machine learning techniques, we uncoverpersistent, gender-specific patterns in the linguistic architecture of startup governance documents. Digging deeper into the substantive governance provisions themselves, we show that female founders encounter a mix of advantages and disadvantages. For instance, they tend to face relatively unfavorable conditions in dividend policies and board representation, but more favorable treatment in profit participation and veto rights. On balance, however, our analysis reveals no systematic pattern of gender disparities in either direction, a surprising result in the light of our linguistic findings, and one that confounds theoretical predictions about how gender bias plausibly affects firm governance. Ultimately, our analysis reveals a complicated landscape: While female founders encounter linguistically distinct governance structures, those differences do not appearsystematically to exacerbate the challenges women founders face at the initial funding stage. By the same token, startup governance also does not appear to counteract genderedfunding disparities, either.
UR - https://www.scopus.com/pages/publications/105021263480
M3 - Article
AN - SCOPUS:105021263480
SN - 0741-9457
VL - 42
SP - 589
EP - 659
JO - Yale Journal on Regulation
JF - Yale Journal on Regulation
IS - 2
ER -